Sr. CBM Modeling Engineer - Well Construction | Schlumberger

Job Details

Sr. CBM Modeling Engineer - Well Construction

Katy - United States

Sr Modeling Engineer – Condition Based Maintenance position is responsible for the development of technologies focused on data analytics, CBM and PHM for drilling and pressure control equipment within the Well Construction division. The Sr Modeling Engineer is expected to lead the development of computational algorithms and models, provide a mathematical description of the performance of the equipment, health indicators, failure modes and remaining useful life and then work directly with software engineers to industrialize these models and algorithms.

Roles and Responsibilities:

  • Work with original equipment manufacturers (OEM) subject matter experts (SME) to understand the design and operation of well construction equipment
  • Work with equipment operators and service organizations internal and external to understand the performance and maintenance of well construction equipment
  • Collect, curate, label and analyze equipment data (manufacturing, operation, services, etc) to develop insight for improvement of equipment performance and maintenance
  • Develop mathematical models and algorithms to evaluate the conditions of drilling and pressure control equipment and validate these models and algorithms with SMEs and in field tests.
  • Apply machine learning and data analytics techniques when needed to create or improve the RUL models or address any gaps in the fundamental understanding of equipment.
  • Provide a prototype code and test cases for further transitioning it to software engineers for industrialization.
  • Work with OEM SMEs to demonstrate the value of CBM for total cost of ownership.
  • Responsible for maintaining the project documentation as required by Schlumberger Product Development methodology.

Qualifications and Experience:

  • Strong analytical skills with specialty in mechanical/electrical/aerospace/chemical engineering or a closely related field
  • Master or Ph.D. degrees in computer science, mathematics, physics, applied science, engineering or similar disciplines
  • 3+ years of experience in developing physics based simulation models and anomaly detections
  • Familiar with data analytics tools and relevant programming languages
  • Prior experience with CBM and PHM for heavy machinery applying Machine Learning techniques in an industrial environment is a plus
  • Prior knowledge with well construction equipment (rig equipment and pressure control equipment), operation and maintenance is a plus
  • Self-starter, require minimal supervision
  • Team player, capable of working with people of different technical and non-technical background
  • Good communication skills, capable of presenting technical solution to people with different technical background
  • Candidates must be able to legally work and reside in the US, without sponsorship

Schlumberger is an equal employment opportunity employer. Qualified applicants are considered without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, status as a protected veteran or other characteristics protected by law.

Schlumberger is a VEVRAA Federal Contractor—priority referral Protected Veterans requested.


Sr. CBM Modeling Engineer - Well Construction
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